{"id":"W2994490031","doi":"","title":"\"We have met the enemy, and ...\".","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Canadian Military Institute","funders":"","keywords":"Adversary; Medicine; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002811828,0.0003070983,0.0003372355,0.001474148,0.003332207,0.004024093,0.0007993866,0.001790623,0.05033923],"category_scores_gemma":[0.01941226,0.0001603876,0.0002507465,0.00185886,0.002790116,0.005697754,0.002503893,0.003552924,0.01990733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589591,"about_ca_system_score_gemma":0.005276794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006972285,"about_ca_topic_score_gemma":0.0202976,"domain_scores_codex":[0.9973682,0.001136086,0.0001857226,0.0001594878,0.0009318083,0.0002188253],"domain_scores_gemma":[0.9945676,0.001646737,0.000661642,0.000344068,0.00203375,0.0007461294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000214941,0.00000931013,0.0006430993,0.000357627,0.000007483961,0.0001330356,0.003097175,0.000006799378,0.0001075802,0.02201936,0.9155086,0.05808843],"study_design_scores_gemma":[0.00001060472,0.00002199335,0.001534953,0.0008783529,0.00001156751,0.0004944855,0.006939778,0.00001645937,0.0001575362,0.007016511,0.9829065,0.00001130089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005199482,0.03893033,0.002710976,0.6573822,0.02762668,0.00008089162,0.00118403,0.0004309682,0.2664544],"genre_scores_gemma":[0.124265,0.08076488,0.005054398,0.2966571,0.01149799,0.0002464879,0.001272886,0.0003065008,0.4799348],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9496608,"threshold_uncertainty_score":0.1684015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236119167004696,"score_gpt":0.3336520966513477,"score_spread":0.2100401799508781,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}